Run
18382

Run 18382

Task 21 (Supervised Classification) car Uploaded 10-06-2014 by Joaquin Vanschoren
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Flow

weka.LWL_J48(1)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.J48(1)_C0.25
weka.J48(1)_M2
weka.LWL_J48(1)_Atrue
weka.LWL_J48(1)_K-1
weka.LWL_J48(1)_U0
weka.LWL_J48(1)_Wweka.classifiers.trees.J48

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9731
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9368
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8621
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1493.9384
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0341
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9375
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9363
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9363
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1489
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1549
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4582
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.8794[555.84468885878331015.5230404536866483.667533998868910.22218605324211769.1394630054465]